One-shot segmentation of novel white matter tracts via extensive data augmentation and adaptive knowledge transfer

W Liu, Z Zhuo, Y Liu, C Ye - Medical Image Analysis, 2023 - Elsevier
The use of convolutional neural networks (CNNs) has allowed accurate white matter (WM)
tract segmentation on diffusion magnetic resonance imaging (dMRI). To train the CNN …

One-shot segmentation of novel white matter tracts via extensive data augmentation and adaptive knowledge transfer.

W Liu, Z Zhuo, Y Liu, C Ye - Medical Image Analysis, 2023 - europepmc.org
The use of convolutional neural networks (CNNs) has allowed accurate white matter (WM)
tract segmentation on diffusion magnetic resonance imaging (dMRI). To train the CNN …

One-shot segmentation of novel white matter tracts via extensive data augmentation and adaptive knowledge transfer

W Liu, Z Zhuo, Y Liu, C Ye - Medical image analysis - pubmed.ncbi.nlm.nih.gov
The use of convolutional neural networks (CNNs) has allowed accurate white matter (WM)
tract segmentation on diffusion magnetic resonance imaging (dMRI). To train the CNN …